{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from machine_lib import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "b'{\"user\":{\"id\":\"JW80368\"},\"token\":{\"expiry\":21600.0},\"permissions\":[\"CONSULTANT\",\"MULTI_SIMULATION\",\"PROD_ALPHAS\",\"REFERRAL\",\"SUPER_ALPHA\",\"VISUALIZATION\",\"WORKDAY\"]}'\n",
      "0\n",
      "['9Vzeg3d', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(sta1_allc5))', 7.47, 0.402, 15.35, 0.008446, '2025-01-16T13:25:22-05:00', 1, 1]\n",
      "['5QZKeaX', 'group_neutralize(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(sta1_allc5))', 7.47, 0.402, 15.35, 0.008446, '2025-01-16T13:16:35-05:00', 1, 1]\n",
      "['7Zk5VR2', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 6.39, 0.401, 10.63, 0.005534, '2025-01-16T13:24:34-05:00', 1, 1]\n",
      "['o61jxqk', 'group_neutralize(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 6.39, 0.401, 10.63, 0.005534, '2025-01-16T13:20:14-05:00', 1, 1]\n",
      "['9Vzeg5d', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(sta2_top3000_fact4_c20))', 6.04, 0.4015, 8.1, 0.003597, '2025-01-16T13:25:23-05:00', 1, 1]\n",
      "['NQXE3Ag', 'group_neutralize(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(sta2_top3000_fact4_c20))', 6.04, 0.4015, 8.1, 0.003597, '2025-01-16T13:16:36-05:00', 1, 1]\n",
      "['JxVARKm', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(oth455_competitor_n2v_p50_q200_w5_kmeans_cluster_20))', 5.4, 0.4039, 8.04, 0.004429, '2025-01-16T13:25:06-05:00', 1, 1]\n",
      "['A0RXoLg', 'group_neutralize(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(oth455_competitor_n2v_p50_q200_w5_kmeans_cluster_20))', 5.4, 0.4039, 8.04, 0.004429, '2025-01-16T13:20:17-05:00', 1, 1]\n",
      "['pPq206v', 'group_scale(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(sta1_allc5))', 4.36, 0.4, 8.42, 0.007459, '2025-01-16T13:24:49-05:00', 1, 1]\n",
      "['EvZjO19', 'group_scale(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(sta1_allc5))', 4.36, 0.4, 8.42, 0.007459, '2025-01-16T13:21:25-05:00', 1, 1]\n",
      "['vkKEaPz', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(sta1_allc10))', 4.33, 0.4017, 6.45, 0.004441, '2025-01-16T13:25:21-05:00', 1, 1]\n",
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      "['xYKLXLJ', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(sta2_top3000_fact4_c10))', 4.08, 0.402, 4.74, 0.002698, '2025-01-16T13:25:24-05:00', 1, 1]\n",
      "['NQXE3Og', 'group_neutralize(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(sta2_top3000_fact4_c10))', 4.08, 0.402, 4.74, 0.002698, '2025-01-16T13:16:36-05:00', 1, 1]\n",
      "['o610r95', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(sta1_allc5))', 4.07, 0.1741, 8.69, 0.009114, '2025-01-16T12:56:53-05:00', 1, 1]\n",
      "['9VzeQ31', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(oth455_competitor_n2v_p10_q50_w1_kmeans_cluster_10))', 3.9, 0.401, 5.24, 0.003609, '2025-01-16T13:24:32-05:00', 1, 1]\n",
      "['r51aZAE', 'group_neutralize(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(oth455_competitor_n2v_p10_q50_w1_kmeans_cluster_10))', 3.9, 0.401, 5.24, 0.003609, '2025-01-16T13:20:11-05:00', 1, 1]\n",
      "['o610GgJ', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(subindustry))', 3.88, 0.1548, 8.06, 0.008642, '2025-01-16T12:56:29-05:00', 1, 1]\n",
      "['EvZjoWG', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 3.77, 0.4032, 4.3, 0.002602, '2025-01-16T13:25:06-05:00', 1, 1]\n",
      "['kVxpzgO', 'group_neutralize(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 3.77, 0.4032, 4.3, 0.002602, '2025-01-16T13:20:16-05:00', 1, 1]\n",
      "['r51aZWE', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(subindustry))', 3.73, 0.4004, 4.38, 0.002755, '2025-01-16T13:20:12-05:00', 1, 1]\n",
      "['Or1dzgd', 'group_neutralize(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(subindustry))', 3.73, 0.4004, 4.38, 0.002755, '2025-01-16T13:16:18-05:00', 1, 1]\n",
      "100\n",
      "['mgPW75K', \"group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(bucket(rank(cap), range='0.1, 1, 0.1')))\", 3.65, 0.2107, 5.04, 0.003821, '2025-01-16T12:56:29-05:00', 1, 1]\n",
      "['Gdqjxa5', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014684, '2025-01-16T13:16:28-05:00', 1, 1]\n",
      "['dO2Jj3K', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014684, '2025-01-16T13:11:54-05:00', 1, 1]\n",
      "['RVJx811', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014688, '2025-01-16T13:10:32-05:00', 1, 1]\n",
      "['6rn61z5', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014688, '2025-01-16T13:06:46-05:00', 1, 1]\n",
      "['l8Lwkxn', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014684, '2025-01-16T13:06:17-05:00', 1, 1]\n",
      "['mgPnRJX', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014688, '2025-01-16T13:03:17-05:00', 1, 1]\n",
      "['83mxZYV', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(oth455_competitor_n2v_p50_q200_w5_kmeans_cluster_20))', 3.6, 0.1863, 5.98, 0.005524, '2025-01-16T12:58:27-05:00', 1, 1]\n",
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      "['WPErz0Z', 'group_neutralize(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(industry))', 3.31, 0.4007, 4.07, 0.00302, '2025-01-16T13:16:18-05:00', 1, 1]\n",
      "['bRYm3gr', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 3.3, 0.4017, 3.57, 0.002342, '2025-01-16T13:24:33-05:00', 1, 1]\n",
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      "['9VzePv2', 'group_scale(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 3.27, 0.4, 5.09, 0.004844, '2025-01-16T13:25:27-05:00', 1, 1]\n",
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      "['nK1GYAw', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c20))', 3.13, 0.0474, 8.38, 0.037777, '2025-01-16T13:06:25-05:00', 1, 1]\n",
      "['kVx6Y6l', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(oth455_relation_n2v_p50_q200_w5_kmeans_cluster_20))', 3.13, 0.1857, 4.65, 0.004423, '2025-01-16T12:58:03-05:00', 1, 1]\n",
      "['Y5jozg6', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(industry))', 3.13, 0.155, 5.56, 0.006305, '2025-01-16T12:56:28-05:00', 1, 1]\n",
      "['M1jN2Vz', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(oth455_competitor_n2v_p10_q50_w1_kmeans_cluster_10))', 3.1, 0.1805, 4.9, 0.004987, '2025-01-16T12:58:02-05:00', 1, 1]\n",
      "['r51MG5E', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(pv13_h_min2_3000_sector))', 3.07, 0.1556, 5.44, 0.006288, '2025-01-16T12:56:31-05:00', 1, 1]\n",
      "['RVJwL9z', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 3.07, 0.0641, 6.62, 0.018125, '2025-01-16T12:44:37-05:00', 1, 1]\n",
      "['o610rnn', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(sta2_top3000_fact4_c20))', 3.01, 0.1934, 4.17, 0.003839, '2025-01-16T12:56:54-05:00', 1, 1]\n",
      "['r51aVRJ', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c10))', 3.0, 0.0457, 7.8, 0.03695, '2025-01-16T13:16:42-05:00', 1, 1]\n",
      "['l8Lw8Yn', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c10))', 3.0, 0.0457, 7.8, 0.03695, '2025-01-16T13:12:23-05:00', 1, 1]\n",
      "['kVxpbNl', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c10))', 3.0, 0.0457, 7.8, 0.03695, '2025-01-16T13:06:26-05:00', 1, 1]\n",
      "['Y5jo5R6', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 3.0, 0.0631, 6.35, 0.017773, '2025-01-16T12:52:30-05:00', 1, 1]\n",
      "['L9PYeYm', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta3_pvgroup1_sector))', 2.99, 0.1266, 5.3, 0.006285, '2025-01-16T12:45:04-05:00', 1, 1]\n",
      "['l8Lw1KA', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013001, '2025-01-16T13:17:08-05:00', 1, 1]\n",
      "['L9PorJ1', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013, '2025-01-16T13:16:29-05:00', 1, 1]\n",
      "['o61jleJ', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013001, '2025-01-16T13:10:25-05:00', 1, 1]\n",
      "['e9lMKGl', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013, '2025-01-16T13:06:56-05:00', 1, 1]\n",
      "['5QZK3jX', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013001, '2025-01-16T13:06:26-05:00', 1, 1]\n",
      "['o61jmwl', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013, '2025-01-16T13:01:28-05:00', 1, 1]\n",
      "['A0RXoVW', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(sta1_top3000c50))', 2.86, 0.4008, 3.1, 0.002346, '2025-01-16T13:20:16-05:00', 1, 1]\n",
      "200\n",
      "['2O1VWQ6', 'group_neutralize(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(sta1_top3000c50))', 2.86, 0.4008, 3.1, 0.002346, '2025-01-16T13:16:32-05:00', 1, 1]\n",
      "['o610Nj6', 'group_scale(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.86, 0.0909, 7.61, 0.019467, '2025-01-16T12:51:33-05:00', 1, 1]\n",
      "['Gdq57Jo', 'group_scale(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.85, 0.0908, 7.57, 0.019405, '2025-01-16T12:57:44-05:00', 1, 1]\n",
      "['kVx6jw8', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta3_pvgroup1_sector))', 2.85, 0.1273, 4.95, 0.006025, '2025-01-16T12:52:01-05:00', 1, 1]\n",
      "['xYK7WlN', \"group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004952, '2025-01-16T13:16:44-05:00', 1, 1]\n",
      "['kVxpOrO', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.01427, '2025-01-16T13:16:28-05:00', 1, 1]\n",
      "['KOKAJdp', \"group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004953, '2025-01-16T13:13:51-05:00', 1, 1]\n",
      "['9Vz5XMd', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.01427, '2025-01-16T13:11:54-05:00', 1, 1]\n",
      "['1xq3pJW', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.014277, '2025-01-16T13:11:22-05:00', 1, 1]\n",
      "['9Vz5rJq', \"group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004952, '2025-01-16T13:10:30-05:00', 1, 1]\n",
      "['kVxpLvP', \"group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004953, '2025-01-16T13:07:52-05:00', 1, 1]\n",
      "['Q31RjQg', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.014277, '2025-01-16T13:06:46-05:00', 1, 1]\n",
      "['Or1dqb1', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.01427, '2025-01-16T13:06:20-05:00', 1, 1]\n",
      "['V6vQjEV', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.014277, '2025-01-16T13:03:17-05:00', 1, 1]\n",
      "['wY87q05', \"group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004952, '2025-01-16T13:02:37-05:00', 1, 1]\n",
      "['GdqjrJQ', \"group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004953, '2025-01-16T13:01:26-05:00', 1, 1]\n",
      "['zYv7eEo', \"group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.79, 0.1126, 7.08, 0.014291, '2025-01-16T13:17:15-05:00', 1, 1]\n",
      "['qWK207O', \"group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.79, 0.1126, 7.08, 0.014291, '2025-01-16T13:13:14-05:00', 1, 1]\n",
      "['qWK2v1P', \"group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.79, 0.1126, 7.08, 0.014291, '2025-01-16T13:06:14-05:00', 1, 1]\n",
      "['kVx6Vnl', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact3_c50))', 2.79, 0.0957, 4.73, 0.007506, '2025-01-16T12:52:14-05:00', 1, 1]\n",
      "['xYK7WQm', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.77, 0.0457, 7.01, 0.034985, '2025-01-16T13:16:33-05:00', 1, 1]\n",
      "['WPErPEQ', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.77, 0.0457, 7.01, 0.034985, '2025-01-16T13:11:59-05:00', 1, 1]\n",
      "['bRY0WRK', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.77, 0.0457, 7.01, 0.034985, '2025-01-16T13:07:47-05:00', 1, 1]\n",
      "['bRY0n0l', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0323, 4.6, 0.021565, '2025-01-16T13:16:49-05:00', 1, 1]\n",
      "['39Mm56e', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.76, 0.0218, 6.94, 0.072527, '2025-01-16T13:16:33-05:00', 1, 1]\n",
      "['dO2JoqY', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0293, 7.06, 0.05582, '2025-01-16T13:16:31-05:00', 1, 1]\n",
      "['Or1dV1R', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0323, 4.6, 0.021564, '2025-01-16T13:16:25-05:00', 1, 1]\n",
      "['1xq3xYQ', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.76, 0.0218, 6.94, 0.072527, '2025-01-16T13:11:59-05:00', 1, 1]\n",
      "['A0RXlXW', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0293, 7.06, 0.05582, '2025-01-16T13:11:57-05:00', 1, 1]\n",
      "['JxVaGRA', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0323, 4.6, 0.021565, '2025-01-16T13:11:17-05:00', 1, 1]\n",
      "['kVxpLo8', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.76, 0.0218, 6.94, 0.072527, '2025-01-16T13:07:47-05:00', 1, 1]\n",
      "['JxVam8O', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0323, 4.6, 0.021564, '2025-01-16T13:06:54-05:00', 1, 1]\n",
      "['r51aEjm', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0323, 4.6, 0.021565, '2025-01-16T13:06:23-05:00', 1, 1]\n",
      "['XWjZPkz', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0293, 7.06, 0.05582, '2025-01-16T13:06:20-05:00', 1, 1]\n",
      "['JxVajKO', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0323, 4.6, 0.021564, '2025-01-16T13:01:26-05:00', 1, 1]\n",
      "['6rnLJ1P', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(sta1_allc10))', 2.66, 0.1719, 4.35, 0.005354, '2025-01-16T12:56:52-05:00', 1, 1]\n",
      "['A0R8Vdg', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(pv13_r2_min2_3000_sector))', 2.64, 0.0604, 5.7, 0.019318, '2025-01-16T12:53:58-05:00', 1, 1]\n",
      "['gQYVRdQ', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(pv13_r2_min2_3000_sector))', 2.64, 0.0604, 5.71, 0.019343, '2025-01-16T12:48:17-05:00', 1, 1]\n",
      "['Q31R6YG', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.58, 0.0228, 5.22, 0.044875, '2025-01-16T13:17:08-05:00', 1, 1]\n",
      "['vkK76Vd', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.58, 0.0228, 5.22, 0.04488, '2025-01-16T13:16:30-05:00', 1, 1]\n",
      "['L9Po1e2', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.58, 0.0228, 5.22, 0.044875, '2025-01-16T13:10:25-05:00', 1, 1]\n",
      "300\n",
      "['WPErdzZ', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.58, 0.0228, 5.22, 0.04488, '2025-01-16T13:06:56-05:00', 1, 1]\n",
      "['l8Lwka7', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.58, 0.0228, 5.22, 0.044875, '2025-01-16T13:06:26-05:00', 1, 1]\n",
      "['l8LwekO', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.58, 0.0228, 5.22, 0.04488, '2025-01-16T13:01:28-05:00', 1, 1]\n",
      "['dO2rPLY', 'group_scale(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c10))', 2.57, 0.0833, 6.11, 0.016968, '2025-01-16T12:57:44-05:00', 1, 1]\n",
      "['M1jNGgM', 'group_scale(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c10))', 2.57, 0.0833, 6.11, 0.016986, '2025-01-16T12:51:28-05:00', 1, 1]\n",
      "['Y5j3Jwv', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.55, 0.052, 6.29, 0.029238, '2025-01-16T13:16:32-05:00', 1, 1]\n",
      "['5QZKlm1', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.55, 0.052, 6.29, 0.029238, '2025-01-16T13:11:58-05:00', 1, 1]\n",
      "['wY87ORx', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.55, 0.052, 6.29, 0.029238, '2025-01-16T13:06:22-05:00', 1, 1]\n",
      "['5QZdQ8n', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.54, 0.0743, 4.18, 0.009114, '2025-01-16T12:52:03-05:00', 1, 1]\n",
      "['RVJw2xo', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact3_c50))', 2.54, 0.0977, 4.12, 0.006726, '2025-01-16T12:48:21-05:00', 1, 1]\n",
      "['V6vrobw', 'group_neutralize(-winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4),densify(oth455_relation_n2v_p50_q200_w5_kmeans_cluster_20))', 2.53, 0.4011, 2.59, 0.002104, '2025-01-16T13:24:33-05:00', 1, 1]\n",
      "['7ZkPe1O', 'group_neutralize(-signed_power(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 2),densify(oth455_relation_n2v_p50_q200_w5_kmeans_cluster_20))', 2.53, 0.4011, 2.59, 0.002104, '2025-01-16T13:20:13-05:00', 1, 1]\n",
      "['0Rb2Wjr', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.53, 0.0747, 4.16, 0.009036, '2025-01-16T12:44:35-05:00', 1, 1]\n",
      "['XWjZMVX', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sector))', 2.52, 0.0217, 6.06, 0.066816, '2025-01-16T13:17:11-05:00', 1, 1]\n",
      "['e9lME1p', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(market))', 2.52, 0.0217, 6.06, 0.066816, '2025-01-16T13:17:10-05:00', 1, 1]\n",
      "['Z0RVMqZ', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sector))', 2.52, 0.0217, 6.06, 0.066802, '2025-01-16T13:16:32-05:00', 1, 1]\n",
      "['V6vQ5ww', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(market))', 2.52, 0.0217, 6.06, 0.066814, '2025-01-16T13:16:32-05:00', 1, 1]\n",
      "['KOKAJlN', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sector))', 2.52, 0.0217, 6.06, 0.066817, '2025-01-16T13:13:49-05:00', 1, 1]\n",
      "['GdqjWrQ', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(market))', 2.52, 0.0217, 6.06, 0.066814, '2025-01-16T13:13:48-05:00', 1, 1]\n",
      "['XWjZnL0', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sector))', 2.52, 0.0217, 6.06, 0.066816, '2025-01-16T13:10:28-05:00', 1, 1]\n",
      "['EvZnEbr', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sector))', 2.52, 0.0217, 6.06, 0.066802, '2025-01-16T13:10:27-05:00', 1, 1]\n",
      "['A0RXPbR', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(market))', 2.52, 0.0217, 6.06, 0.066816, '2025-01-16T13:10:27-05:00', 1, 1]\n",
      "['V6vQPqY', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(market))', 2.52, 0.0217, 6.06, 0.066814, '2025-01-16T13:10:27-05:00', 1, 1]\n",
      "['RVJxkEe', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sector))', 2.52, 0.0217, 6.06, 0.066817, '2025-01-16T13:07:50-05:00', 1, 1]\n",
      "['XWjZYR0', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(market))', 2.52, 0.0217, 6.06, 0.066814, '2025-01-16T13:07:49-05:00', 1, 1]\n",
      "['vkK7x6z', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sector))', 2.52, 0.0217, 6.06, 0.066816, '2025-01-16T13:06:29-05:00', 1, 1]\n",
      "['qWK2vY2', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(market))', 2.52, 0.0217, 6.06, 0.066816, '2025-01-16T13:06:28-05:00', 1, 1]\n",
      "['nK1G9GM', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sector))', 2.52, 0.0217, 6.06, 0.066802, '2025-01-16T13:02:34-05:00', 1, 1]\n",
      "['9Vz5YOV', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(market))', 2.52, 0.0217, 6.06, 0.066814, '2025-01-16T13:02:34-05:00', 1, 1]\n",
      "['EvZn5m9', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sector))', 2.52, 0.0217, 6.06, 0.066817, '2025-01-16T13:01:40-05:00', 1, 1]\n",
      "['KOKAPVl', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(market))', 2.52, 0.0217, 6.06, 0.066814, '2025-01-16T13:01:39-05:00', 1, 1]\n",
      "['o610rYE', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(sta3_2_sector))', 2.52, 0.6476, 1.94, 0.001185, '2025-01-16T12:56:55-05:00', 1, 1]\n",
      "['gQYV8nM', 'group_scale(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.52, 0.061, 6.11, 0.02408, '2025-01-16T12:51:34-05:00', 1, 1]\n",
      "['NQXl2M7', 'group_scale(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.5, 0.0607, 6.04, 0.024015, '2025-01-16T12:57:45-05:00', 1, 1]\n",
      "['Or1dV3d', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_relation_n2v_p50_q50_w3_pca_fact2_cluster_10))', 2.49, 0.0541, 3.79, 0.010711, '2025-01-16T13:16:51-05:00', 1, 1]\n",
      "['RVJxKn1', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_relation_n2v_p50_q50_w3_pca_fact2_cluster_10))', 2.49, 0.0541, 3.79, 0.010712, '2025-01-16T13:16:29-05:00', 1, 1]\n",
      "['bRY0qEM', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_relation_n2v_p50_q50_w3_pca_fact2_cluster_10))', 2.49, 0.0541, 3.79, 0.010711, '2025-01-16T13:10:24-05:00', 1, 1]\n",
      "['L9Po6m6', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_relation_n2v_p50_q50_w3_pca_fact2_cluster_10))', 2.49, 0.0541, 3.79, 0.010712, '2025-01-16T13:06:55-05:00', 1, 1]\n",
      "['6rn63KL', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_relation_n2v_p50_q50_w3_pca_fact2_cluster_10))', 2.49, 0.0541, 3.79, 0.010711, '2025-01-16T13:06:25-05:00', 1, 1]\n",
      "['WPErjKO', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_relation_n2v_p50_q50_w3_pca_fact2_cluster_10))', 2.49, 0.0541, 3.79, 0.010712, '2025-01-16T13:01:27-05:00', 1, 1]\n",
      "['NQXl2dg', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(oth455_relation_n2v_p50_q50_w3_pca_fact2_cluster_10))', 2.48, 0.1861, 2.98, 0.002892, '2025-01-16T12:58:04-05:00', 1, 1]\n",
      "['L9PY7Qn', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta3_pvgroup2_sector))', 2.48, 0.4257, 2.26, 0.001663, '2025-01-16T12:52:01-05:00', 1, 1]\n",
      "['Y5j3JLA', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta1_top3000c20))', 2.46, 0.0423, 5.36, 0.028034, '2025-01-16T13:16:26-05:00', 1, 1]\n",
      "['83mW3Xa', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta1_top3000c20))', 2.46, 0.0423, 5.36, 0.028034, '2025-01-16T13:12:21-05:00', 1, 1]\n",
      "['dO2Jgj2', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta1_top3000c20))', 2.46, 0.0423, 5.36, 0.028034, '2025-01-16T13:06:23-05:00', 1, 1]\n",
      "['5QZKemX', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.45, 0.056, 4.31, 0.013806, '2025-01-16T13:16:51-05:00', 1, 1]\n",
      "['39Mm5QZ', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.45, 0.056, 4.31, 0.013801, '2025-01-16T13:16:26-05:00', 1, 1]\n",
      "['dO2Jo2K', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta1_allc20))', 2.45, 0.0448, 4.3, 0.017206, '2025-01-16T13:16:25-05:00', 1, 1]\n",
      "['Or1d78d', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta1_allc20))', 2.45, 0.0448, 4.3, 0.017206, '2025-01-16T13:11:51-05:00', 1, 1]\n",
      "['j35k0n9', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta1_allc20))', 2.45, 0.0447, 4.3, 0.017208, '2025-01-16T13:10:29-05:00', 1, 1]\n",
      "['6rn69VK', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.45, 0.056, 4.31, 0.013806, '2025-01-16T13:10:24-05:00', 1, 1]\n",
      "['2O1VZP6', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta1_allc20))', 2.45, 0.0447, 4.3, 0.017208, '2025-01-16T13:07:09-05:00', 1, 1]\n",
      "['V6vQEZG', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.45, 0.056, 4.31, 0.013801, '2025-01-16T13:06:55-05:00', 1, 1]\n",
      "['M1jvqaz', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.45, 0.056, 4.31, 0.013806, '2025-01-16T13:06:25-05:00', 1, 1]\n",
      "['GdqjYa0', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta1_allc20))', 2.45, 0.0448, 4.3, 0.017206, '2025-01-16T13:06:14-05:00', 1, 1]\n",
      "['mgPnLAX', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta1_allc20))', 2.45, 0.0447, 4.3, 0.017208, '2025-01-16T13:01:29-05:00', 1, 1]\n",
      "['WPErjkO', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.45, 0.056, 4.31, 0.013801, '2025-01-16T13:01:27-05:00', 1, 1]\n",
      "['V6vb5OM', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(sta2_top3000_fact4_c10))', 2.45, 0.1857, 3.13, 0.003265, '2025-01-16T12:56:54-05:00', 1, 1]\n",
      "['j35KLkZ', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta3_pvgroup2_sector))', 2.41, 0.4255, 2.17, 0.001621, '2025-01-16T12:45:05-05:00', 1, 1]\n",
      "400\n",
      "['M1jvZqL', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_relation_n2v_p50_q50_w3_pca_fact2_cluster_10))', 2.39, 0.0477, 5.62, 0.028968, '2025-01-16T13:16:32-05:00', 1, 1]\n",
      "['WPEr7vQ', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_relation_n2v_p50_q50_w3_pca_fact2_cluster_10))', 2.39, 0.0477, 5.62, 0.028968, '2025-01-16T13:11:58-05:00', 1, 1]\n",
      "['PZJLq3W', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_relation_n2v_p50_q50_w3_pca_fact2_cluster_10))', 2.39, 0.0477, 5.62, 0.028968, '2025-01-16T13:06:22-05:00', 1, 1]\n",
      "['M1jvZdr', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta3_peer_sector))', 2.37, 0.0251, 5.27, 0.04915, '2025-01-16T13:16:45-05:00', 1, 1]\n",
      "['vkK7kEr', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta3_peer_sector))', 2.37, 0.0251, 5.27, 0.04915, '2025-01-16T13:12:25-05:00', 1, 1]\n",
      "['PZJLqjx', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta3_peer_sector))', 2.37, 0.0251, 5.27, 0.04915, '2025-01-16T13:06:17-05:00', 1, 1]\n",
      "['mgPn1L5', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta1_allc10))', 2.33, 0.0421, 4.21, 0.019365, '2025-01-16T13:16:26-05:00', 1, 1]\n",
      "['RVJx7Ao', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta1_allc10))', 2.33, 0.0421, 4.21, 0.019365, '2025-01-16T13:11:51-05:00', 1, 1]\n",
      "['M1jvQkk', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta1_allc10))', 2.33, 0.042, 4.21, 0.019376, '2025-01-16T13:10:30-05:00', 1, 1]\n",
      "['wY87zwQ', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta1_allc10))', 2.33, 0.042, 4.21, 0.019376, '2025-01-16T13:07:09-05:00', 1, 1]\n",
      "['V6vQqjV', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta1_allc10))', 2.33, 0.0421, 4.21, 0.019365, '2025-01-16T13:06:14-05:00', 1, 1]\n",
      "['NQXE1jg', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta1_allc10))', 2.33, 0.042, 4.21, 0.019376, '2025-01-16T13:01:29-05:00', 1, 1]\n",
      "['V6vbzaY', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(pv13_r2_min20_3000_sector))', 2.33, 0.1552, 3.33, 0.00408, '2025-01-16T12:56:31-05:00', 1, 1]\n",
      "['PZJmZnL', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c20))', 2.33, 0.1015, 3.69, 0.006178, '2025-01-16T12:52:15-05:00', 1, 1]\n",
      "['NQXlgdg', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c20))', 2.32, 0.1035, 3.67, 0.006043, '2025-01-16T12:48:21-05:00', 1, 1]\n",
      "['dO2JozY', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta3_pvgroup2_sector))', 2.3, 0.3454, 3.2, 0.003878, '2025-01-16T13:16:46-05:00', 1, 1]\n",
      "['aLrm7zO', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta3_pvgroup2_sector))', 2.3, 0.3454, 3.2, 0.003878, '2025-01-16T13:11:54-05:00', 1, 1]\n",
      "['vkK7x9r', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta3_pvgroup2_sector))', 2.3, 0.3454, 3.2, 0.003878, '2025-01-16T13:06:18-05:00', 1, 1]\n",
      "['83mWYNz', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta3_2_sector))', 2.28, 0.1902, 4.15, 0.006618, '2025-01-16T13:16:43-05:00', 1, 1]\n",
      "['RVJxVwd', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta3_2_sector))', 2.28, 0.1902, 4.15, 0.006618, '2025-01-16T13:12:24-05:00', 1, 1]\n",
      "['M1jvq68', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta3_2_sector))', 2.28, 0.1902, 4.15, 0.006618, '2025-01-16T13:06:26-05:00', 1, 1]\n",
      "['Or1Xrod', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c10))', 2.28, 0.092, 3.59, 0.006746, '2025-01-16T12:52:15-05:00', 1, 1]\n",
      "['o61jZk5', \"group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(bucket(rank(cap), range='0.1, 1, 0.1')))\", 2.27, 0.081, 5.16, 0.015965, '2025-01-16T13:17:14-05:00', 1, 1]\n",
      "['7ZkP6Lv', \"group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(bucket(rank(cap), range='0.1, 1, 0.1')))\", 2.27, 0.081, 5.16, 0.015965, '2025-01-16T13:13:13-05:00', 1, 1]\n",
      "['nK1GY9w', \"group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(bucket(rank(cap), range='0.1, 1, 0.1')))\", 2.27, 0.081, 5.16, 0.015965, '2025-01-16T13:06:13-05:00', 1, 1]\n",
      "['o6102kn', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta3_3_sector))', 2.27, 0.2517, 2.5, 0.002435, '2025-01-16T12:45:03-05:00', 1, 1]\n",
      "count: 189\n"
     ]
    }
   ],
   "source": [
    "# tracker = get_alphas(\"12-8\", \"12-10\", 1.58, 0.99, \"GLB\", 1000, \"submit\", name=\"GLB_so_model109_SUB\")\n",
    "#tracker = get_alphas(\"12-10\", \"12-12\", 1.58, 0.99, \"TWN\", 1000, \"submit\", name=\"TWN_so_fund6_SUB\")\n",
    "# tracker = get_alphas(\"12-12\", \"12-13\", 1.58, 0.99, \"ASI\", 1200, \"submit\", name=\"ASI_so_fund6_SUB\")\n",
    "# tracker = get_alphas(\"12-03\", \"12-07\", 1.58, 0.99, \"AMR\", 500, \"submit\", name=\"amr_fo_fund65_sub\")\n",
    "# tracker = get_alphas(\"01-05\", \"01-07\", 1.58, 0.99, \"GLB\", 1000, \"submit\", name=\"GLB_so_md109\")\n",
    "tracker = get_alphas(\"01-09\", \"01-19\", 1.58, 0.99, \"USA\", 500, \"submit\", name=\"USA_so_fd14_SEC\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['o610r95', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(sta1_allc5))', 4.07, 0.1741, 8.69, 0.009114, '2025-01-16T12:56:53-05:00', 1, 1]\n",
      "['o610GgJ', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(subindustry))', 3.88, 0.1548, 8.06, 0.008642, '2025-01-16T12:56:29-05:00', 1, 1]\n",
      "['mgPW75K', \"group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(bucket(rank(cap), range='0.1, 1, 0.1')))\", 3.65, 0.2107, 5.04, 0.003821, '2025-01-16T12:56:29-05:00', 1, 1]\n",
      "['Gdqjxa5', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014684, '2025-01-16T13:16:28-05:00', 1, 1]\n",
      "['dO2Jj3K', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014684, '2025-01-16T13:11:54-05:00', 1, 1]\n",
      "['RVJx811', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014688, '2025-01-16T13:10:32-05:00', 1, 1]\n",
      "['6rn61z5', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014688, '2025-01-16T13:06:46-05:00', 1, 1]\n",
      "['l8Lwkxn', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014684, '2025-01-16T13:06:17-05:00', 1, 1]\n",
      "['mgPnRJX', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c20))', 3.64, 0.0602, 6.84, 0.014688, '2025-01-16T13:03:17-05:00', 1, 1]\n",
      "['83mxZYV', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(oth455_competitor_n2v_p50_q200_w5_kmeans_cluster_20))', 3.6, 0.1863, 5.98, 0.005524, '2025-01-16T12:58:27-05:00', 1, 1]\n",
      "['0RbZqNq', 'group_scale(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(sta1_allc5))', 3.24, 0.1615, 7.83, 0.011693, '2025-01-16T13:02:30-05:00', 1, 1]\n",
      "['aLr9gmW', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 3.17, 0.1894, 5.09, 0.005146, '2025-01-16T12:58:03-05:00', 1, 1]\n",
      "['GdqjxgO', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c20))', 3.13, 0.0474, 8.38, 0.037777, '2025-01-16T13:16:42-05:00', 1, 1]\n",
      "['zYv7YEX', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c20))', 3.13, 0.0474, 8.38, 0.037777, '2025-01-16T13:12:23-05:00', 1, 1]\n",
      "['nK1GYAw', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c20))', 3.13, 0.0474, 8.38, 0.037777, '2025-01-16T13:06:25-05:00', 1, 1]\n",
      "['kVx6Y6l', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(oth455_relation_n2v_p50_q200_w5_kmeans_cluster_20))', 3.13, 0.1857, 4.65, 0.004423, '2025-01-16T12:58:03-05:00', 1, 1]\n",
      "['Y5jozg6', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(industry))', 3.13, 0.155, 5.56, 0.006305, '2025-01-16T12:56:28-05:00', 1, 1]\n",
      "['M1jN2Vz', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(oth455_competitor_n2v_p10_q50_w1_kmeans_cluster_10))', 3.1, 0.1805, 4.9, 0.004987, '2025-01-16T12:58:02-05:00', 1, 1]\n",
      "['r51MG5E', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(pv13_h_min2_3000_sector))', 3.07, 0.1556, 5.44, 0.006288, '2025-01-16T12:56:31-05:00', 1, 1]\n",
      "['RVJwL9z', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 3.07, 0.0641, 6.62, 0.018125, '2025-01-16T12:44:37-05:00', 1, 1]\n",
      "['o610rnn', 'group_neutralize(-ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 22),densify(sta2_top3000_fact4_c20))', 3.01, 0.1934, 4.17, 0.003839, '2025-01-16T12:56:54-05:00', 1, 1]\n",
      "['r51aVRJ', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c10))', 3.0, 0.0457, 7.8, 0.03695, '2025-01-16T13:16:42-05:00', 1, 1]\n",
      "['l8Lw8Yn', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c10))', 3.0, 0.0457, 7.8, 0.03695, '2025-01-16T13:12:23-05:00', 1, 1]\n",
      "['kVxpbNl', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c10))', 3.0, 0.0457, 7.8, 0.03695, '2025-01-16T13:06:26-05:00', 1, 1]\n",
      "['Y5jo5R6', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 3.0, 0.0631, 6.35, 0.017773, '2025-01-16T12:52:30-05:00', 1, 1]\n",
      "['L9PYeYm', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta3_pvgroup1_sector))', 2.99, 0.1266, 5.3, 0.006285, '2025-01-16T12:45:04-05:00', 1, 1]\n",
      "['l8Lw1KA', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013001, '2025-01-16T13:17:08-05:00', 1, 1]\n",
      "['L9PorJ1', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013, '2025-01-16T13:16:29-05:00', 1, 1]\n",
      "['o61jleJ', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013001, '2025-01-16T13:10:25-05:00', 1, 1]\n",
      "['e9lMKGl', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013, '2025-01-16T13:06:56-05:00', 1, 1]\n",
      "['5QZK3jX', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013001, '2025-01-16T13:06:26-05:00', 1, 1]\n",
      "['o61jmwl', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.97, 0.056, 5.07, 0.013, '2025-01-16T13:01:28-05:00', 1, 1]\n",
      "['o610Nj6', 'group_scale(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.86, 0.0909, 7.61, 0.019467, '2025-01-16T12:51:33-05:00', 1, 1]\n",
      "['Gdq57Jo', 'group_scale(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_competitor_n2v_p50_q50_w3_kmeans_cluster_10))', 2.85, 0.0908, 7.57, 0.019405, '2025-01-16T12:57:44-05:00', 1, 1]\n",
      "['kVx6jw8', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta3_pvgroup1_sector))', 2.85, 0.1273, 4.95, 0.006025, '2025-01-16T12:52:01-05:00', 1, 1]\n",
      "['xYK7WlN', \"group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004952, '2025-01-16T13:16:44-05:00', 1, 1]\n",
      "['kVxpOrO', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.01427, '2025-01-16T13:16:28-05:00', 1, 1]\n",
      "['KOKAJdp', \"group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004953, '2025-01-16T13:13:51-05:00', 1, 1]\n",
      "['9Vz5XMd', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.01427, '2025-01-16T13:11:54-05:00', 1, 1]\n",
      "['1xq3pJW', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.014277, '2025-01-16T13:11:22-05:00', 1, 1]\n",
      "['9Vz5rJq', \"group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004952, '2025-01-16T13:10:30-05:00', 1, 1]\n",
      "['kVxpLvP', \"group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004953, '2025-01-16T13:07:52-05:00', 1, 1]\n",
      "['Q31RjQg', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.014277, '2025-01-16T13:06:46-05:00', 1, 1]\n",
      "['Or1dqb1', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.01427, '2025-01-16T13:06:20-05:00', 1, 1]\n",
      "['V6vQjEV', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta2_top3000_fact4_c10))', 2.83, 0.0498, 4.77, 0.014277, '2025-01-16T13:03:17-05:00', 1, 1]\n",
      "['wY87q05', \"group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004952, '2025-01-16T13:02:37-05:00', 1, 1]\n",
      "['GdqjrJQ', \"group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.83, 0.1259, 4.45, 0.004953, '2025-01-16T13:01:26-05:00', 1, 1]\n",
      "['zYv7eEo', \"group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.79, 0.1126, 7.08, 0.014291, '2025-01-16T13:17:15-05:00', 1, 1]\n",
      "['qWK207O', \"group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.79, 0.1126, 7.08, 0.014291, '2025-01-16T13:13:14-05:00', 1, 1]\n",
      "['qWK2v1P', \"group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(bucket(group_rank(cap,sector),range='0,1,0.1')))\", 2.79, 0.1126, 7.08, 0.014291, '2025-01-16T13:06:14-05:00', 1, 1]\n",
      "['kVx6Vnl', 'group_neutralize(ts_quantile(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta2_top3000_fact3_c50))', 2.79, 0.0957, 4.73, 0.007506, '2025-01-16T12:52:14-05:00', 1, 1]\n",
      "['xYK7WQm', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.77, 0.0457, 7.01, 0.034985, '2025-01-16T13:16:33-05:00', 1, 1]\n",
      "['WPErPEQ', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.77, 0.0457, 7.01, 0.034985, '2025-01-16T13:11:59-05:00', 1, 1]\n",
      "['bRY0WRK', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(oth455_partner_n2v_p10_q50_w2_pca_fact2_cluster_5))', 2.77, 0.0457, 7.01, 0.034985, '2025-01-16T13:07:47-05:00', 1, 1]\n",
      "['bRY0n0l', 'group_rank(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0323, 4.6, 0.021565, '2025-01-16T13:16:49-05:00', 1, 1]\n",
      "['39Mm56e', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.76, 0.0218, 6.94, 0.072527, '2025-01-16T13:16:33-05:00', 1, 1]\n",
      "['dO2JoqY', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0293, 7.06, 0.05582, '2025-01-16T13:16:31-05:00', 1, 1]\n",
      "['Or1dV1R', 'group_neutralize(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(oth455_customer_n2v_p10_q50_w5_kmeans_cluster_10))', 2.76, 0.0323, 4.6, 0.021564, '2025-01-16T13:16:25-05:00', 1, 1]\n",
      "['1xq3xYQ', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(oth455_customer_n2v_p50_q50_w3_kmeans_cluster_5))', 2.76, 0.0218, 6.94, 0.072527, '2025-01-16T13:11:59-05:00', 1, 1]\n",
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      "['dO2JozY', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 66),densify(sta3_pvgroup2_sector))', 2.3, 0.3454, 3.2, 0.003878, '2025-01-16T13:16:46-05:00', 1, 1, 3]\n",
      "['aLrm7zO', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 120),densify(sta3_pvgroup2_sector))', 2.3, 0.3454, 3.2, 0.003878, '2025-01-16T13:11:54-05:00', 1, 1, 3]\n",
      "['vkK7x9r', 'group_scale(-ts_sum(winsorize(ts_backfill(vec_stddev(fnd14_td_lf_rlf_lmt_nn_ncr), 120), std=4), 240),densify(sta3_pvgroup2_sector))', 2.3, 0.3454, 3.2, 0.003878, '2025-01-16T13:06:18-05:00', 1, 1, 3]\n",
      "189\n"
     ]
    }
   ],
   "source": [
    "# 将get的alpha的id取出至stone_bag，用api check submission\n",
    "stone_bag = []\n",
    "for alpha in tracker['next'] + tracker['decay']:\n",
    "    print(alpha)\n",
    "    stone_bag.append(alpha[0])\n",
    "print(len(stone_bag))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "b'{\"user\":{\"id\":\"JW80368\"},\"token\":{\"expiry\":21600.0},\"permissions\":[\"CONSULTANT\",\"MULTI_SIMULATION\",\"PROD_ALPHAS\",\"REFERRAL\",\"SUPER_ALPHA\",\"VISUALIZATION\",\"WORKDAY\"]}'\n",
      "0\n",
      "b'{\"user\":{\"id\":\"JW80368\"},\"token\":{\"expiry\":21600.0},\"permissions\":[\"CONSULTANT\",\"MULTI_SIMULATION\",\"PROD_ALPHAS\",\"REFERRAL\",\"SUPER_ALPHA\",\"VISUALIZATION\",\"WORKDAY\"]}'\n",
      "5\n",
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      "40\n",
      "45\n",
      "50\n",
      "b'{\"user\":{\"id\":\"JW80368\"},\"token\":{\"expiry\":21600.0},\"permissions\":[\"CONSULTANT\",\"MULTI_SIMULATION\",\"PROD_ALPHAS\",\"REFERRAL\",\"SUPER_ALPHA\",\"VISUALIZATION\",\"WORKDAY\"]}'\n",
      "55\n",
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      "90\n",
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      "100\n",
      "b'{\"user\":{\"id\":\"JW80368\"},\"token\":{\"expiry\":21600.0},\"permissions\":[\"CONSULTANT\",\"MULTI_SIMULATION\",\"PROD_ALPHAS\",\"REFERRAL\",\"SUPER_ALPHA\",\"VISUALIZATION\",\"WORKDAY\"]}'\n",
      "105\n",
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      "135\n",
      "140\n",
      "145\n",
      "150\n",
      "b'{\"user\":{\"id\":\"JW80368\"},\"token\":{\"expiry\":21600.0},\"permissions\":[\"CONSULTANT\",\"MULTI_SIMULATION\",\"PROD_ALPHAS\",\"REFERRAL\",\"SUPER_ALPHA\",\"VISUALIZATION\",\"WORKDAY\"]}'\n",
      "155\n",
      "160\n",
      "165\n",
      "170\n",
      "175\n",
      "180\n",
      "185\n",
      "[]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gold_bag = []\n",
    "check_submission(stone_bag, gold_bag, 0)"
   ]
  }
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